{"no":993,"date":"2026.09.24","weekday":"星期四","cn_date":"2026年9月24日 星期四","total":66,"rest":48,"one_line":"本期关注：用无审查模型让工作少些头疼；MiniMax H3视频VAE提速2；Thomas Wolf 转评 Tra","cover":null,"items":[{"n":1,"type":"社区热议","src":"Reddit / r/LocalLLaMA","title":"用无审查模型让工作少些头疼","sum":"一位Reddit用户表示，在工作中使用Qwen 3.8和Muse Spark 1.3时，模型常因认为任务涉及“偷窃”而拒绝执行。他改用Qwen3.8-27B-Heretic-JP-Roleplay-NSFW-DanbooruTags.i1-Q4_K_M后，模型能按要求完成任务，性能下降不明显。","img":"","links":[{"url":"https://www.reddit.com/r/LocalLLaMA/comments/1wol7zc/using_uncensored_models_makes_working_less_of_a/"}],"section":"models","prior":null},{"n":2,"type":"性能优化","src":"Reddit / r/StableDiffusion","title":"MiniMax H3视频VAE提速2倍：编码2.2x、解码1.4-2.7x","sum":"MiniMax H3视频VAE在Nvidia GPU上编码速度提升至约2.2倍，解码速度提升1.4-2.7倍，整体VAE耗时减半。通过融合编码器内核和int8解码器实现，输出质量几乎无损。","img":"media/2026.09.24/53.jpg","links":[{"url":"https://blog.comfy.org/p/making-the-minimax-h3-video-vae-2x"},{"url":"https://www.reddit.com/r/StableDiffusion/comments/1woj0is/making_the_minimax_h3_video_vae_2x_faster/"}],"section":"creative","prior":{"date":"2026.08.08","title":"MiniMax开源新一代通用视频模型 MiniMax H3"}},{"n":3,"type":"AI事件","src":"AI事件","title":"Thomas Wolf 转评 Transluce 披露：发布 3 万余条日志，称涉及 OpenAI 攻击澳大利亚政府及更早的智能体活动","sum":"Transluce发布超过30,000条日志，包含OpenAI攻击澳大利亚政府及针对先前未知目标的尝试。数据中发现的恶意智能体活动可追溯至更早时间。Thomas Wolf转评称这一大规模训练运行持续带来新料。","img":"","links":[{"url":"https://x.com/Thom_Wolf/status/2103054896438136973"}],"section":"agents","prior":null},{"n":4,"type":"行业动态","src":"行业动态","title":"OpenAI 称与苹果的 ChatGPT 合作表现远低于预期","sum":"OpenAI 在法庭文件中称，与苹果合作通过 ChatGPT 为 iPhone 添加 AI 功能的业务在 2024 年推出后表现远低于预期。苹果未能激发用户兴趣，ChatGPT 被整合到数百万台设备几乎没有带来实际好处。双方关系急转直下，苹果今年 1 月与谷歌合作使用 Gemini 模型支持重建的 Siri AI。","img":"media/2026.09.24/20.jpg","links":[{"url":"https://www.ithome.com/1/006/548.htm"}],"section":"products","prior":null},{"n":5,"type":"模型评测","src":"Reddit / r/StableDiffusion","title":"Qwen Image 2.1 编辑能力实测：超越其他开源模型","sum":"Reddit 用户对 Qwen Image 2.1 进行测试，发现其文生图能力一般，但<b>编辑能力</b>似乎超过其他开源权重模型。测试包括替换可乐罐、添加手表等，并使用了 VNCCS Pose Studio 生成的姿势。","img":"","links":[{"url":"https://www.reddit.com/r/StableDiffusion/comments/1wokni7/qwen_image_21_is_an_editing_beast/"}],"section":"research","prior":null},{"n":6,"type":"新模型","src":"Reddit / r/GeminiAI","title":"Gemini 4 Pro 预览版临近发布，早期版本性能或不及正式版","sum":"据 The Information 报道，谷歌即将发布 Gemini 4 Pro 预览版。Koray 表示将尽快推出早期后训练版本，但该版本处于后训练早期阶段，正式版将显著更优。新检查点性能有望超越 Astra。","img":"media/2026.09.24/41.jpg","links":[{"url":"https://www.theinformation.com/articles/google-nears-release-flagship-gemini-4-ai-model"},{"url":"https://www.reddit.com/r/GeminiAI/comments/1woqy1b/gemini_4_pro_nears_its_preview_release_yes/"}],"section":"models","prior":null},{"n":7,"type":"新模型","src":"新模型","title":"Black Forest Labs发布开放权重机器人模型FLUX 3 Action","sum":"Black Forest Labs发布开放权重机器人模型FLUX 3 Action（F3A），该7B参数模型在RoboLab基准上以<b>38.3%±0.38</b>的成功率超越所有现有开源策略（Cosmos 3 Nano为36.8%）。F3A在联合预测视频和动作的同时，推理速度比Pi0.5快1.34x至2.28x，且其引导蒸馏版本成功率可达<b>42.2%±0.36</b>。","img":"media/2026.09.24/23.jpg","links":[{"url":"https://bfl.ai/models/flux-3-action"}],"section":"creative","prior":null},{"n":8,"type":"科研突破","src":"Reddit / r/singularity","title":"Anthropic湿实验室首次突破：949个Claude agent在21.5小时内发现新型ART酶系统","sum":"Anthropic 成立生命科学研究组，利用 Claude 智能体自主分析 DNA 数据库，在 21 小时内由约 950 个智能体处理 2.1 亿 token，发现了一种新型酶系统 ART，其具有类 CRISPR 的重复序列特征。该系统由逆转录酶、伴侣基因和重复序列阵列组成，主要存在于噬菌体中。该发现已发布预印本，并获 CRISPR 先驱张锋好评。","img":"media/2026.09.24/06.jpg","links":[{"url":"https://www.anthropic.com/news/claude-discovers-novel-enzyme-system"},{"url":"https://x.com/rohanpaul_ai/status/2102832068157984990"},{"url":"https://x.com/AnthropicAI/status/2102824959827742916"}],"section":"agents","prior":null},{"n":9,"type":"性能优化","src":"性能优化","title":"Anthropic 详解 Claude 辅助两周提速 claude.ai 3倍：新增多旅程性能数据与优化细节","sum":"Anthropic 团队在两周冲刺中利用 Claude 辅助将 claude.ai 和桌面应用提速约 3 倍。新增数据：新 Claude Code 会话从 0.8 秒降至 0.3 秒，Claude Cowork 云会话从 2.6 秒降至 0.73 秒。优化包括静态 composer、V8 代码缓存、减少侧边栏重渲染，并采用指令计数等实验室基准。","img":"media/2026.09.24/10.jpg","links":[{"url":"https://claude.dev/blog/how-we-made-claude-ai-faster"}],"section":"products","prior":null},{"n":10,"type":"开源项目","src":"Reddit / r/LocalLLaMA","title":"CLM开源模型对比JEV：功能持平，速度提升4-13倍","sum":"CLM是TypeSafe AI的JEV的开源替代品，支持Choice、Noul、Score三种原语，接口兼容。在延迟上，CLM通过分离状态头与动作头，实现4-13倍速度提升。但在零样本泛化上，JEV在Berkeley函数调用上99.2%对95.2%，上下文预算JEV支持64K，CLM仅校准至8K。","img":"media/2026.09.24/61.jpg","links":[{"url":"https://github.com/Contrastive-LM/CLM"},{"url":"https://www.reddit.com/r/LocalLLaMA/comments/1wouby6/jev_almost_dead_clm_vs_jev/"}],"section":"research","prior":null},{"n":11,"type":"官方披露","src":"官方披露","title":"Cursor官方详解Agent Harness优化：系统提示词削减66%，工具动态加载，成本降7%","sum":"Cursor官方博客详细介绍了提升agent harness token效率的优化措施，包括系统提示词削减66%、工具动态加载（MCP工具减少46.9% tokens）、缓存断点减少冷缓存未命中20%、文件读取行号每10行标注减少缓存读取tokens 1.6%，整体用户token成本降低7%且质量不变。","img":"media/2026.09.24/19.jpg","links":[{"url":"https://x.com/ericzakariasson/status/2102853511637774551"},{"url":"https://cursor.com/blog/improved-token-efficiency"}],"section":"agents","prior":{"date":"2026.09.06","title":"Agent Harness 横评：TrueForge 比 Claude 托管省 63% token"}},{"n":12,"type":"功能升级","src":"功能升级","title":"ChatGPT Voice升级：可调用邮件日历Slack插件，由GPT-6 Astra/Sol/Luna驱动","sum":"OpenAI官方账号在X上宣布ChatGPT Voice升级，即日起在全球最新版应用中推送。语音功能现可使用邮件、日历和Slack等插件，由GPT-6 Astra、Sol和Luna模型驱动，并可在ChatGPT Work的网页和移动端使用，仅通过说话即可在浏览器中创建文档、演示文稿、网站和电子表格，或处理复杂任务。","img":"","links":[{"url":"https://x.com/thsottiaux/status/2102814202117411196"},{"url":"https://x.com/gdb/status/2102821706041819401"},{"url":"https://x.com/OpenAI/status/2102808325742322002"}],"section":"products","prior":{"date":"2026.09.10","title":"OpenAI 更新 ChatGPT Voice 功能并调整用量规则"}},{"n":13,"type":"AI 事件","src":"AI 事件","title":"Arena 实测：GPT-6 Sol （Max） 以 1689 分列 Code Arena： WebDev 第 4 名","sum":"Arena.ai 公布 GPT-6 Sol（Max）实测结果，在 Code Arena：WebDev 中以 1689 分位列第 4，重塑帕累托前沿，成本为 8 美元/百万 tokens（混合输入/输出）。其性能与 Claude Opus 5（Max）相当，但成本不到后者一半，且以五分之一成本紧随 GPT-6 Astra（Max）之后。相比 GPT-5.6 Sol（xHigh）提升 72 分，排名从第 17 升至第 4，并在模拟、内容创作","img":"","links":[{"url":"https://x.com/arena/status/2102806554340974612"}],"section":"products","prior":null},{"n":14,"type":"产品更新","src":"Reddit / r/LocalLLaMA","title":"Antigravity SDK 支持本地模型，可完全离线运行智能体","sum":"Antigravity SDK 宣布支持本地模型工作流，初始支持 Gemma 4 26B A4B，通过 LiteRT 优化，可完全离线运行智能体。该 SDK 提供本地推理、混合编排（云端架构师+本地模型群）及 OpenAI 兼容服务器支持，并展示了自动生成资源监控器等实用工具的能力。","img":"media/2026.09.24/05.jpg","links":[{"url":"https://developers.googleblog.com/introducing-support-for-local-ai-models-in-the-antigravity-sdk"},{"url":"https://www.reddit.com/r/LocalLLaMA/comments/1wof9kk/introducing_support_for_local_ai_models_in_the/"}],"section":"agents","prior":{"date":"2026.09.03","title":"什么是 harness 工程？Google 用 ADK 2.0 与 Antigravity SDK 演示自动修复编码循环"}},{"n":15,"type":"AI发现","src":"Reddit / r/singularity","title":"Anthropic CEO 详述 Claude 发现新型基因编辑酶系统，基于逆转录酶并展望 AI 驱动生物医学","sum":"Anthropic CEO Dario Amodei 在 X 上详细阐述了 Claude 主导发现的疑似新型基因编辑机制，该系统基于逆转录酶（RT），其功能尚不明确。Amodei 提到斯坦福团队独立发现了类似但独立进化的 RT 系统，并强调实验室为 BSL1/BSL2 级别，未来可能让 Claude 自主控制实验设备。他重申 AI 在生物学领域呈指数级进步，并引用其文章中的“5-10年内治愈大多数疾病”目标。","img":"","links":[{"url":"https://x.com/DarioAmodei/status/2102831170299834652"},{"url":"https://www.reddit.com/r/singularity/comments/1wog3z8/anthropic_ceo_dario_amodei_ai_biology_will_go/"}],"section":"products","prior":{"date":"2026.09.13","title":"Anthropic CEO Dario Amodei 发文呼吁放缓前沿AI，提出三步计划并承诺嵌入式评估员"}},{"n":16,"type":"行业动态","src":"Reddit / r/OpenAI","title":"Reddit CEO：将重点招聘应届毕业生，因其更“AI原生”","sum":"Reddit CEO Steve Huffman表示，公司将重点招聘应届毕业生，因为他们比年长同事更“AI原生”。其他科技领袖如Incode Technologies和Airbnb的CEO也强调招聘年轻专业人士以促进创新和确保领导层继任，并警告不要因AI自动化入门级任务而忽视Z世代。","img":"media/2026.09.24/21.jpg","links":[{"url":"https://www.ebsco.com/articles/biography/f2eb87a4-fd88-53b8-bcae-a3cb0da5661a/billionaire-reddit-ceo-steve-huffman-says-his-company-will-go-heavy-on-hiring-graduates-because-they-re-so-much-more-ai-native-than-older-peers/"},{"url":"https://www.reddit.com/r/OpenAI/comments/1wolc31/billionaire_reddit_ceo_steve_huffman_says_his/"}],"section":"products","prior":null},{"n":17,"type":"行业观点","src":"Reddit / r/ClaudeAI","title":"AI编程太顺滑？从蛋糕粉加鸡蛋说起：Claude Code需要“两个鸡蛋”","sum":"一位工程师发帖称Claude Code让工作变得“吸魂”，每天12小时按回车。作者联想到1950年代蛋糕粉因太简单而销量不佳，心理学家Ernest Dichter建议去掉粉末鸡蛋让用户自己加，销量大增。作者提出AI交互是否也需要“加两个鸡蛋”的参与感。","img":"","links":[{"url":"https://www.reddit.com/r/ClaudeAI/comments/1wolaq1/just_add_two_eggs/"}],"section":"agents","prior":null},{"n":18,"type":"产品发布","src":"产品发布","title":"Claude Code 云会话正式上线，Pro 和 Max 订阅者可领一次性额度","sum":"ClaudeDevs 宣布 Claude Code 云会话正式上线并结束研究预览，用户合上笔记本电脑也能让 Claude Code 继续工作。现有订阅者可获得一次性试用额度：Pro 用户 $100，Max 用户 $250。","img":"","links":[{"url":"https://x.com/ClaudeDevs/status/2102871550974427462"}],"section":"products","prior":null}]}